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Mining Data Stream - Coggle Diagram
Mining Data Stream
Techniques
Clustering
k means
Frequent pattern
Fp Growth
Classification
Naive Bayes
Decision tree
Regression
linear Regression
Application
Fraud Detection
Network Monitoring
Real Time analytics
Predictive maintenance
Stream Data Model
Issues
Noise and Missing data
complexity of real time
Data Sources
Log Files
Sensors
Stream Queries
Declarative Queries
SQL
Stream Processing language
Apache beam
Filtering Streams
Issues
Accuracy
High Throughput
Techniques
simple filters
Attribute Based
Threshold based
Complex Filters
Pattern Based